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--- |
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datasets: |
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- Hello-SimpleAI/HC3-Chinese |
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language: |
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- zh |
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pipeline_tag: text-classification |
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tags: |
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- chatgpt |
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--- |
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# Model Card for `Hello-SimpleAI/chatgpt-qa-detector-roberta-chinese` |
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This model is trained on `question-answer` pairs of **the filtered full-text** from [Hello-SimpleAI/HC3-Chinese](https://huggingface.co/datasets/Hello-SimpleAI/HC3-Chinese). |
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More details refer to [arxiv: 2301.07597](https://arxiv.org/abs/2301.07597) and Gtihub project [Hello-SimpleAI/chatgpt-comparison-detection](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection). |
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The base checkpoint is [hfl/chinese-roberta-wwm-ext](https://huggingface.co/hfl/chinese-roberta-wwm-ext). |
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We train it with all [Hello-SimpleAI/HC3-Chinese](https://huggingface.co/datasets/Hello-SimpleAI/HC3-Chinese) data (without held-out) for 2 epochs. |
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( 2-epoch is consistent with the experiments in [our paper](https://arxiv.org/abs/2301.07597).) |
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## Citation |
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Checkout this papaer [arxiv: 2301.07597](https://arxiv.org/abs/2301.07597) |
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``` |
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@article{guo-etal-2023-hc3, |
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title = "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection", |
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author = "Guo, Biyang and |
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Zhang, Xin and |
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Wang, Ziyuan and |
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Jiang, Minqi and |
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Nie, Jinran and |
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Ding, Yuxuan and |
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Yue, Jianwei and |
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Wu, Yupeng", |
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journal={arXiv preprint arxiv:2301.07597} |
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year = "2023", |
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} |
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``` |
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